Paper · ≈ 1 min read
K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
Outgoing relations
- part_of → 3D/4D Vision and Reconstruction (ResearchField)
- uses_metric → LPIPS (Metric)
- uses_metric → PSNR (Metric)
- uses_metric → SSIM (Metric)
Connected node types
- Metric: 3
- ResearchField: 1
Mentions in the corpus
- part_of Evidence: We introduce k-planes, a white-box model for radiance fields in arbitra…
- part_of Evidence: Across a range of synthetic and real, static and dynamic, fixed and var…
- part_of Evidence: K-Planes outperforms or matches state-of-the-art static and dynamic rad…
- part_of Evidence: The decoder can be a small MLP, as in prior factorized methods, but the…
- summarizes Project Pulse
- summarizes Field Overview — 3D/4D Vision and Reconstruction
Cross-references in raw data
Source provenance
examples/demo-corpus/data/research/papers/arxiv-2301-10241/abstract.md